##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 707716  55.324%  (99.873% of non-spam corpus)
# Correctly spam:     496781  38.835%  (87.063% of spam corpus)
# False positives:       899  0.070%  (0.127% of nonspam,  47533 weighted)
# False negatives:     73817  5.771%  (12.937% of spam, 111628 weighted)
# Average score for spam:  16.8    nonspam: -2.5
# Average for false-pos:   6.6  false-neg: 1.5
# TOTAL:              1279213  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88327  99.90%
# Correctly spam:      62108  87.21%
# False positives:        84  0.10%
# False negatives:      9110  12.79%
# TCR(l=50): 5.350714  SpamRecall: 87.208%  SpamPrec: 99.865%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 706575  99.71%
# Correctly spam:     375419  65.79%
# False positives:      2040  0.29%
# False negatives:    195179  34.21%
# TCR(l=50): 1.920048  SpamRecall: 65.794%  SpamPrec: 99.460%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  88140  99.69%
# Correctly spam:      46783  65.69%
# False positives:       271  0.31%
# False negatives:     24435  34.31%
# TCR(l=50): 1.874898  SpamRecall: 65.690%  SpamPrec: 99.424%